COUNTY OF MARIN I N T E R I M C O M M U N I T Y G R E E N H O U S E G A S
E M I S S I O N S A S S E S S M E N T
April 2017
2
T A B L E O F C O N T E N T S
Executive Summary ........................................................................................................... 3
Introduction ..................................................................................................................... 5
Climate Action Plan ................................................................................................ 5
Interim GHG Assessment.................................................................................................... 6
Sector Spotlight: Building Energy Use ......................................................................... 9
Sector Spotlight: Transportation ............................................................................... 12
Sector Spotlight: Agriculture ................................................................................... 13
Sector Spotlight: Waste ........................................................................................ 14
Sector Spotlight: Water Use ................................................................................... 15
Summary and Next Steps ................................................................................................. 16
Overview of Assessed Progress ............................................................................... 16
Next Steps ......................................................................................................... 16
What You Can Do ......................................................................................................... 17
Building Energy ................................................................................................... 17
Transportation ..................................................................................................... 17
Solid Waste ....................................................................................................... 18
Water & Wastewater ........................................................................................... 18
Agriculture .......................................................................................................... 18
3
E XE C U T I VE S U M M A R Y
The County of Marin’s Climate Action Plan Update, adopted in November 2015, establishes a target
of reducing community greenhouse gas (GHG) emissions in the unincorporated portions of the County
30% below 1990 levels by 2020. This report provides an overview of progress towards those goals.
This GHG assessment uses data and estimates to provide a checkup on the County’s reductions
between inventory years. It shows that through 2015, community emissions in unincorporated Marin
County were 20% below 1990 levels, from 561,851 metric tons of carbon dioxide equivalent
(MTCO2e) to 452,000 MTCO2e (Figure 1). This leaves an additional 10% (58,705 MTCO2e) to
reduce before the end of the 2020 target year.
Figure 1: Progress Towards Community Emission Reduction Targets (MTCO2e)
In addition to demonstrating overall progress towards goals, this assessment helps the County
understand how emissions have changed over time in different sectors. Sectors, the groups into which
a GHG inventory is broken, include residential and commercial energy, transportation, agriculture,
water and wastewater, off-road equipment, and waste disposal. Measuring the reduction or growth
trends in each sector clarifies the County’s understanding of past conditions and focuses
implementation efforts going forward. Figure 2 shows the change of each of the CAP’s seven sectors
from 1990 (the CAP’s baseline year) to 2015, specifically how emissions have increased or
decreased in the intervening 25 years. 2005, the baseline year for other jurisdictions in the County is
included for reference, as is 2012, the most recent complete inventory year.
561,851
452,000
20% below 1990
561,851
393,296
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
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20
20
MTC
O2e
CAP Reduction
Target
1990 Baseline
Figure 2: Change in Community Emissions by Sector, Baseline to 2015
19
3,5
44
12
2,3
66
13
1,2
65
74
,19
0
19
,30
0
14
,41
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,98
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,81
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-
50,000
100,000
150,000
200,000
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Transportation Agriculture Residential
Energy
Commercial
Energy
Off Road Waste Wastewater Water
1990 2005 2012 2015
I N T R O D U C T I O N
C L I M A T E A C T I O N P L A N In November 2015, the Board of Supervisors adopted the County of Marin Climate Action Plan
Update (the CAP). The CAP sets targets for the unincorporated County to reduce greenhouse gas
(GHG) emissions from both community and municipal activities. The CAP includes an inventory of
community and municipal GHG emissions generated in 2012, and establishes a 2020 target for the
County to reduce metric tons of carbon dioxide equivalent (MTCO2e) in the community to 30% below
1990 levels, double the state’s reduction target. If no action is taken to reduce emissions, in a
scenario called “Business as Usual” or BAU, the CAP forecasts that community emissions in 2020 will
be nearly 100,000 MTCO2e above the adopted target (Figure 3).
Figure 3: County of Marin GHG Emissions Targets
This report provides an interim update to the CAP’s 2012 community GHG inventory, providing a
snapshot of the County of Marin’s progress towards reduction targets. This assessment uses the best
available data through 2015, but is not equivalent to the complete emission inventory completed for
the CAP. This report uses projections and estimations for calculating portions of off-road emissions,
vehicle miles traveled, and agricultural populations and emission factors. A complete inventory update
for both the community and municipal inventories will occur in late 2017 or early 2018, depending
on data availability. Completing a full inventory requires time-intensive and detailed data collection,
but will provide a critical assessment of progress before the 2020 target year. The information in this
report illustrates emission trends to help the County shape implementation efforts to respond to current
conditions and meet GHG reduction targets.
1990 Inventory
561,851MTCO2e
2012 Inventory
477,456 MTCO2e
GHG Reduction
Target
393,296 MTCO2e
-
100,000
200,000
300,000
400,000
500,000
600,000
1990 2012 2020
MTC
O2
e
BAU GHG Reduction Target
Business As Usual (BAU) Emissions
490,848 MTCO2e
Initial
Gap to Target
97,552 MTCO2e
6
I N T E R I M G H G A S S E S S M E N T The CAP analyzes emissions from seven sectors:
Building Energy: emissions from electricity generation and natural gas use by residential,
commercial, and industrial buildings.
On-Road Transportation: fuel consumption emissions from passenger and commercial vehicles
operating within the unincorporated areas.
Off-Road Vehicles and Equipment: fuel consumption emissions from use of off-road equipment,
such as cranes, bulldozers, and lawnmowers.
Solid Waste Generation: methane emissions from waste disposed by unincorporated
communities.
Water Conveyance: emissions from electricity and natural gas consumption associated with
water conveyance, including groundwater pumping, local water distribution, and surface
water diversion.
Wastewater Treatment: process emissions from wastewater treatment.
Agriculture: nitrogen oxide emissions from fertilizer application and methane emissions from
manure management and enteric fermentation from livestock in the unincorporated areas.
The interim assessment presented in this report, while not as comprehensive as a complete inventory,
can provide an idea of how the share of emissions in each sector has changed over time. Table 1
shows how emissions in these sectors have changed since the CAP’s baseline year (1990). Total
community emissions in the unincorporated areas of the County decreased 20% between 1990 and
2015. Figure 4 shows the progress of emissions reductions since 1990 in total MTCO2e and in
MTCO2e per capita.
Water consumption and building energy use have had the largest reductions in emissions since 1990,
with a 52% decrease in water use emissions, 39% decrease in nonresidential energy emissions, and a
30% decrease in residential energy emissions. Each of these sectors have benefitted from the
increased proportion of renewable electricity supply through both MCE and PG&E. Increased capacity
to divert waste to be recycled or composted in the County also allowed for a 31% decrease in waste
emissions since 1990.
7
Table 1: County Of Marin GHG Emissions By Sector, Baseline to 2015 (MTCO2e)
Year Residential
Energy
Commercial
Energy Transportation Waste Water Wastewater
Off
Road Agriculture
Total
Emissions
Total Change
from
1990
1990 (Baseline)
131,265 74,190 193,544 14,414 1,319 5,453 19,300 122,366 561,851 0%
2005 125,701 67,983 238,948 13,053 1,353 5,545 17,818 128,845 599,244 7%
2006 123,667 62,225 233,640 13,302 1,279 5,520 17,719 139,634 596,987 6%
2007 137,605 73,969 228,451 12,432 1,766 5,492 17,620 132,541 609,877 9%
2008 137,263 78,345 223,376 11,429 1,807 5,524 17,521 129,096 604,363 8%
2009 132,775 73,267 222,987 9,748 1,494 5,548 17,422 119,528 582,769 4%
2010 119,054 57,028 199,885 9,725 1,060 5,566 17,324 123,860 533,502 -5%
2011 119,092 51,771 197,134 9,451 941 5,616 17,225 118,147 519,377 -8%
2012 111,484 55,142 166,773 9,362 1,157 5,562 17,126 110,850 477,456 -15%
2013 111,006 51,569 165,579 9,827 1,035 5,586 17,126 129,132 490,860 -13%
2014 91,081 46,732 164,393 9,428 844 5,651 17,126 118,733 453,988 -19%
2015 91,952 45,324 164,827 10,011 631 5,680 17,126 116,449 452,000 -20%
Sector Change
from 1990 -30% -39% -15% -31% -52% 4% -11% -5% -20%
8
Figure 4: County of Marin GHG Emissions and Emissions per capita, Baseline to 2015
8.8 8.9 8.9 9.2 9.0 8.7 7.9 7.6 7.1 7.3 6.6 6.6
561,851 599,244 596,987
609,877 604,363
582,769
533,502 519,377
477,456 490,860
453,988 452,000
0.0
1.0
2.0
3.0
4.0
5.0
6.0
7.0
8.0
9.0
10.0
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
MTC
O2e p
er
capita
MTC
O2e
Emissions Per Capita Total Emissions
9
S E C T O R S P O T L I G H T : B U I L D I N G E N E R G Y U S E
E L E C T R I C I T Y U S E AN D G H G E M I S S I O N S
Residential electricity use in unincorporated Marin County has increased 15% since 1990,
24,607,839 kilowatt hours (kWh). In the ten years from 2005 to 2015, however, electricity use fell
13% from 221,367,672 kWh to 192,985,204 kWh, assumed to be a result of conservation efforts,
solar installations, and efficiency upgrades over the course of the decade. Despite an increase in kWh
consumption in homes since the baseline year, emissions from residential electricity use decreased
32% in the same period, from 47,431 MTCO2e to 32,427 MTCO2e (Figure 5). This is possible due
to the increased portion of renewables in Marin’s electricity supply.
Figure 5: Residential Electricity Use and Emissions, Baseline to 2015
Electricity use in the nonresidential sector decreased 7% since 1990, from 145,209,239 kWh to
135,422,413 kWh in 2015 (Figure 6). In the same period, nonresidential electricity emissions
decreased by over half (52%), from 47,846 MTCO2e to 22,738 MTCO2e.
Figure 6: Nonresidential Electricity Use and Emissions, Baseline to 2015
168,377,365 192,985,204
47,431
32,427
0
10,000
20,000
30,000
40,000
50,000
60,000
70,000
0
50,000,000
100,000,000
150,000,000
200,000,000
250,000,000
MTC
O2
e
kWh
Residential kWh Residential Emissions
145,209,239
135,422,413 47,846
22,738
0
10,000
20,000
30,000
40,000
50,000
60,000
0
50,000,000
100,000,000
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kWh
Nonresidential kWh Nonresidential Emissions
10
The growing availability of low and zero carbon electricity has driven associated emission reductions
in the unincorporated County. To comply with statewide renewable portfolio targets, a growing share
of PG&E’s electricity is sourced from renewable energy. MCE, which began serving customers in mid-
2010, provides electricity that is less carbon intensive than PG&E’s electric portfolio. In addition,
MCE’s Deep Green program offers customers the opportunity to purchase 100% renewable electricity
(compared to 50% renewable in their standard option). PG&E has launched a Community Solar
Choice program, which allows its customers similar flexibility to elect 100% renewable energy. As
more data becomes available on program adoption, the County will be able to report on the impact
PG&E’s program has on electricity emissions.
In 2015, PG&E provided 29.4% of residential electricity and 23.8% of nonresidential electricity in the
unincorporated County (Table 2). MCE Light Green provides 69% of residential electricity, growing
from 14.3% in 2010. Nonresidential electricity provided by Light Green has grown from 8.4% in
2010 to 72.8% in 2015. Residential Deep Green adoption has grown from 0.3% of residential
electricity in 2010 to 1.6% in 2015. Nonresidential enrollment in Deep Green increased from 0.3%
of nonresidential electricity in 2010 to 3.4% in 2015. The continued adoption of low and zero
carbon electricity options is necessary to meet CAP goals.
Table 2: Electricity Supply by Provider (% of Total kWh)
Residential Electricity Nonresidential Electricity
PG&E MCE Light
Green MCE Deep
Green PG&E
MCE Light Green
MCE Deep Green
1990 100% 0% 0% 100% 0% 0%
2005 100% 0% 0% 100% 0% 0%
2006 100% 0% 0% 100% 0% 0%
2007 100% 0% 0% 100% 0% 0%
2008 100% 0% 0% 100% 0% 0%
2009 100% 0% 0% 100% 0% 0%
2010 85.4% 14.3% 0.3% 91.3% 8.4% 0.3%
2011 71.2% 28.7% 0.1% 83.5% 15.3% 1.2%
2012 53.4% 45.4% 1.2% 56.1% 42.3% 1.6%
2013 29.5% 69.1% 1.4% 24.4% 73.7% 1.9%
2014 30.3% 68.1% 1.6% 25.3% 72.5% 2.2%
2015 29.4% 68.8% 1.8% 23.8% 72.6% 3.6%
11
N AT U R AL G AS U S E AN D G H G E M I S S I O N S
In addition to electricity use, emissions from natural gas use (measured in therms) are included in
assessment of residential and nonresidential building energy sectors. In many homes and businesses,
natural gas is used to provide space heating and power equipment (such as stoves and water heaters).
Unlike electricity, natural gas does not have variable emission factors, so fluctuating therm usage and
associated GHGs follow the same pattern, as shown in Figure 7 and Figure 8. From 1990 to 2015,
residential therm usage and emissions decreased 29%. Nonresidential therm usage and emissions
decreased 14% from 1990 to 2015.
Figure 7: Residential Natural Gas Use and Emissions, Baseline to 2015
Figure 8: Nonresidential Natural Gas Use and Emissions, Baseline to 2015
15,771,381
11,198,130
83,834
59,525
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MTC
O2
e
Therm
s
Residential Natural Gas Use Residential Natual Gas Emissions
4,955,966
4,249,091
26,344
22,586
0
5,000
10,000
15,000
20,000
25,000
30,000
35,000
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3,000,000
4,000,000
5,000,000
6,000,000
7,000,000
MTC
O2
e
Therm
s
Nonresidential Natural Gas Use Nonresidential Natual Gas Emissions
12
S E C T O R S P O T L I G H T : T R A N S P O R T A T I O N Emissions from on-road transportation are estimated to have decreased 15% from 1990 to 2015
(Figure 9). This is a combination of a decrease in vehicle miles traveled (VMT) and, improved mileage
standards, and cleaner fuels. The State of California’s Low Carbon Fuel Standard (LCFS), as well as
increased adoption of fuel efficient and zero emission vehicles, helps reduce emissions associated with
vehicle travel. Since 2010, 2,795 EV rebates have been issued in the County, one of the highest per
capita adoption rates in the Bay Area.
This interim GHG assessment uses estimation methods consistent with the 2012 GHG inventory to
allow for comparison to the baseline year. Still, there remains a need for better data on vehicle miles
traveled in the unincorporated County. The CAP’s 1990 baseline year uses CalTrans data, which is
the only data available from the time, yet still increases the risk of inaccuracy due to the gap of nearly
30 years between the baseline year and the present. The County will continue to explore the most
appropriate approach to baseline calculation in future inventories. The County is also working with the
Transportation Agency of Marin (TAM) to learn about best available methods to measure annual VMT
data for increased accuracy. In the meantime, continuing to implement CAP measures targeted at
reducing emissions from on-road transportation can ensure that the County moves forward towards
CAP targets.
Figure 9: On-Road Emissions, Baseline to 2015
193,544
164,827
0
50,000
100,000
150,000
200,000
250,000
300,000
1990 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
MTC
O2
e
13
S E C T O R S P O T L I G H T : A G R I C U L T U R E Of all the local CAPs in Marin, the unincorporated County’s is the only one to include emissions from
agriculture. Chapter 6 of the CAP focuses on the role of agricultural activities in Marin County on
countywide emissions. This sector includes GHG emissions from manure management (fugitive
emissions of methane and nitrous oxide), enteric fermentation (fugitive emissions of methane and nitrous
oxide), and fertilizer use (fugitive emissions of nitrous oxide). Agricultural emissions have decreased 5%
since the baseline year, from 122,366 MTCO2e in 1990 to 116,449 MTCO2e in 2015 (Figure
10).
Certain agricultural variables, such as composition of feed for cattle or chickens, can significantly alter
livestock emissions factors. Detailed data on how feed proportions have changed since 2012 was not
collected for the interim GHG assessment. As a proxy, emissions factors used in the 2012 inventory
are assumed to remain the same through 2015. Emissions reductions from carbon sequestration, which
were quantified in the CAP as an informational item, are not included here.
Additionally, the County of Marin’s Department of Agriculture, Weights and Measures, which tracks
livestock and crop populations in the County, has recently changed some of the data it collects, in
order to protect farmer privacy. This most specifically impacts counts of poultry, hogs, and goats,
which are based on voluntary data or has been removed from crop reports to increase anonymity. In
instances where no data was available, an average of the prior 5 years of data was used.
Figure 10: Agriculture Emissions, Baseline to 2015
122,366 116,449
0
20,000
40,000
60,000
80,000
100,000
120,000
140,000
160,000
1990 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
MTC
O2
e
14
S E C T O R S P O T L I G H T : W A S T E Communitywide waste disposal decreased 31% between 1990 and 2015 (Table 3 and Figure 11).
This reduction occurred in the same period that population increased 7% in unincorporated Marin,
indicating an overall per person reduction in waste disposal. This is likely attributable to an increased
availability of recycling and composting services, reducing the amount of waste that ends up in the
landfill each year. Emissions from waste disposal decreased 31% from 1990 in 2015, corresponding
with disposal reduction.
Table 3: Waste Disposal Tons, Baseline to 2015
Disposal Tons
Change,
Baseline to 2015
1990 71,179 0%
2005 64,573 -9%
2006 65,809 -8%
2007 61,505 -14%
2008 56,542 -21%
2009 48,224 -32%
2010 48,112 -32%
2011 46,754 -34%
2012 46,231 -35%
2013 48,529 -32%
2014 46,557 -35%
2015 49,438 -31%
Figure 11: Waste Disposal (Tons) and Associated Emissions, Baseline to 2015.
0
2,000
4,000
6,000
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50,000
60,000
70,000
80,000
199020052006200720082009201020112012201320142015
MTC
O2
e
Dis
pose
d T
ons
Emissions Disposal Tons
15
S E C T O R S P O T L I G H T : W A T E R U S E The total water delivered in unincorporated Marin County increased 5% from1990 to 2015 (Table 4).
To account for population growth since the baseline year, Table 4 also shows per capita water use (in
million gallons). By this measure, County residents use 2% less water per person than in 1990. Total
water use has decreased 23% in the ten years between 2005 and 2015, demonstrating more
significant decreases in recent history. Despite the slight increase in water use from the CAP’s baseline
year, emissions associated with water consumption have fallen by nearly half since 1990 (Figure 12).
The decrease in emissions, despite an increase in usage, is the result of a cleaner electricity supply
from both PG&E and MCE.
Table 4: Water Use (Million Gallons), Baseline to 2015
Per Capita
Water Use
Change in Per Capita Water Use,
Baseline to 2015
Total Water
Delivered
Change in Total Water Delivered,
Baseline to 2015
Change in Total Water Delivered,
2005 to 2015
1990 0.039 0% 2,496 0%
2005 0.051 31% 3,438 38% 0%
2006 0.052 34% 3,493 40% 2%
2007 0.052 34% 3,463 39% 1%
2008 0.053 35% 3,514 41% 2%
2009 0.048 23% 3,234 30% -6%
2010 0.044 13% 2,965 19% -14%
2011 0.044 12% 2,976 19% -13%
2012 0.049 26% 3,298 32% -4%
2013 0.049 27% 3,337 34% -3%
2014 0.042 9% 2,896 16% -16%
2015 0.038 -2% 2,619 5% -24%
Figure 12: Total Water Delivered and Associated Emissions, Baseline to 2015
1,319
631
2,496 2,619
0
500
1,000
1,500
2,000
0
500
1,000
1,500
2,000
2,500
3,000
3,500
4,000
1990 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
MTC
O2
e
Mill
ion G
allo
ns
Use
d
Emissions MG Water Used
16
S U M M A R Y A N D N E XT S T E P S
O V E R V I E W O F A S S E S S E D P R O G R E S S The observed reduction of 20% from 1990 to 2015 (Figure 13) reflects the impacts of community
action, state, regional, and local policy choices, and an increase in availability of clean, low emission
energy. The County has a 58,705 MTCO2e (10%) gap remaining to meet the 2020 target.
Figure 13: Progress Towards Emission Reduction Targets
N E X T S T E P S The County is coordinating efforts to ensure CAP targets are achieved by 2020. County staff is
developing an effective framework to achieve reduction goals and preparing the County to address
climate change beyond 2020. Specific actions to be taken in the coming months include:
In late 2017 or early 2018 (pending data availability), develop a complete community and
municipal inventory to provide a more detailed overview of emission reduction progress.
Finalize the establishment of a cross-departmental CAP Subcommittee to streamline
collaborative Climate Action Plan implementation efforts and coordinate community
engagement efforts. This internal working group is set to launch in early spring, 2017.
Coordinate with Marin Climate and Energy Partnership to increase engagement of County
residents, within and outside of the County’s sphere of influence, to support sustainability and
emission reduction efforts.
Pursue grant opportunities to implement specific CAP measures as well as development of a
post-2020 forecast and policy document.
Conduct two community workshops per year to provide updates on CAP implementation
progress to the public.
561,851
452,000
561,851
393,296
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
19
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20
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20
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20
11
20
12
20
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20
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19
20
20
MTC
O2e
CAP Reduction
Target
1990 Baseline
17
C O M M U N I T Y R E S O U R C E S
While County officials and staff coordinate efforts at the government level, there is a wealth of
resources available to Marin’s community members to start taking action on climate today. Additional
information can be found at www.marinclimate.org/what-you-can-do and
www.marinsustainability.org.
B U I L D I N G E N E R G Y
O P T F O R 1 0 0 % R E N E W AB L E E L E C T R I C I T Y
Residents and businesses in Marin have the opportunity to purchase 100% renewable electricity,
reducing emissions associated with fossil-fuel generated energy. These options are available through
MCE’s Deep Green program or PG&E’s Solar Choice program.
G O S O L AR
The Marin Solar Program (www.marinsolar.org) can help you begin the process of evaluating whether
the installation of a solar system is suitable for your home or business. Staff can answer questions you
may have before contacting a contractor, including about available incentives, financing opportunities,
and local regulations.
I N C R E AS E B U I L D I N G E F F I C I E N C Y
Installing insulation, sealing duct leaks, and upgrading to energy-efficient windows and appliances
can reduce costs and energy use in homes and businesses. Homeowners in Marin County can take
advantage of Energy Upgrade California® Home Upgrade’s technical resources as well as financial
incentives. Visit www.marincounty.org/energyupgrade to learn more.
Businesses in Marin County can leverage free technical assistance services offered by SmartLights,
which will also help identify available rebates for upgrades. Both PG&E and MCE offer on-bill
financing programs that eliminate the up-front costs of energy efficiency upgrades to businesses. Visit
www.marinenergywatch.org to learn more.
18
T R A N S P O R T A T I O N
G R E E N Y O U R C O M M U T E
Finding alternatives to driving alone on your way to work or school can minimize emissions from cars,
reduce congestion, and improve public health. 511.org, a program of the Metropolitan Transportation
Commission (www.511.org) has interactive online tools to help find a carpool or transit route between
common destinations, such as home and work. Safe Routes to Schools (www.saferoutestoschools.org)
organizes walking and bicycling groups to give students a safe, car-free way to get to school on time.
D R I VE E L E C T R I C
As electric car ranges extend, more charging infrastructure becomes available, and costs decrease,
residents may explore buying or leasing an electric car, which, when paired with 100% renewable
energy, provides a GHG-free method of vehicle travel.
S O L I D W A S T E
R E D U C E W AS T E
Zero Waste Marin (www.zerowastemarin.org) offers a range of resources and programs to help
residents and business reduce the amount of waste they send to the landfill each year, and educate
community members about proper waste disposal.
W A T E R & W A S T E W A T E R
S AVE W AT E R
The delivery, treatment, and removal of water and wastewater require a significant amount of energy.
Reducing water use not only supports conservation and reduces drought impacts, but also reduces
associated energy use. Look for the WaterSense label when purchasing appliances, and reach out to
your water provider to find out about available rebates for water efficiency upgrades.
A G R I C U L T U R E
S H O P L O C AL
Purchasing locally-grown produce and food from farmer’s markets minimizes emissions from
transportation of food and supports the local economy. A number of organizations in Marin County,
such as the Marin Carbon Project and the Marin Agricultural Land Trust, work to preserve and enhance
working agricultural lands. Their research continues to seek new ways to modify existing farms to
sequester more carbon and provide a model for carbon-friendly agriculture.